{"id":"W4288701874","doi":"10.1093/mnras/stac2129","title":"Identifying active galactic nuclei via brightness temperature with sub-arcsecond international LOFAR telescope observations","year":2022,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council; Medical Research Council; Observatoire de Paris, Université de Recherche Paris Sciences et Lettres; College of Natural Resources and Sciences, Humboldt State University; Horizon 2020 Framework Programme; H2020 European Research Council; Centre National de la Recherche Scientifique; Institut sur la Nutrition et les Aliments Fonctionnels; Ministerium für Innovation, Wissenschaft und Forschung des Landes Nordrhein-Westfalen; Corporación Tecnológica de Andalucía; Université d'Orléans; Max-Planck-Gesellschaft; Ministerstwo Edukacji i Nauki; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Bundesministerium für Bildung und Forschung; Science Foundation Ireland; Center for Advanced Study, University of Illinois at Urbana-Champaign; European Commission","keywords":"Physics; LOFAR; Astrophysics; Active galactic nucleus; Star formation; Galaxy; Astronomy; Radio galaxy; Brightness; Surface brightness; Luminosity; Telescope; Luminous infrared galaxy; Radio telescope","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005925075,0.0002082025,0.0001502202,0.001718861,0.0001670386,0.0005748015,0.0002488149,0.0001849839,0.001644057],"category_scores_gemma":[0.0008178892,0.000150637,0.0002879905,0.0005861914,0.0001590019,0.000538582,0.0003548177,0.0002620169,0.0006331538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002965101,"about_ca_system_score_gemma":0.000117341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005072985,"about_ca_topic_score_gemma":0.01137028,"domain_scores_codex":[0.9997718,0.00002723741,0.00001154822,0.00006402555,0.00006538386,0.00005994486],"domain_scores_gemma":[0.9990216,0.0001346589,0.0004415774,0.0001362385,0.0001235829,0.0001422371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008376387,0.00004818579,0.9481605,0.00003151566,0.00009167125,0.00009149413,0.0001303791,0.0008904369,0.02946075,0.0002305055,0.001217428,0.01956339],"study_design_scores_gemma":[0.00000282739,0.000016851,0.9960034,0.000007893673,0.00001704409,0.00006320117,0.00005002533,0.001499337,0.001360391,0.00006420827,0.0009101025,0.000004674934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845288,0.0003170369,0.005944904,0.00008724753,0.00001527327,0.00002600063,0.00210603,0.0002449951,0.006729695],"genre_scores_gemma":[0.9893969,0.00009872176,0.006793883,0.00005562512,0.00002419897,0.00001590368,0.002681686,0.00002541252,0.000907641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005072985,"threshold_uncertainty_score":0.01008689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008206982832117907,"score_gpt":0.1967372026420806,"score_spread":0.1885302198099627,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}